I did search for I2C or SPI cameras... I2C cameras doesn't seem to exist, presumably because of the speed issue of this protocol. As for SPI, the only camera I found is ArduCam - which is not available in my country and outlandishly expensive to ship from abroad. Do you know any other cameras that work on SPI?
I would like to avoid ESP32 if possible... It consumes way more battery, and has tons of features that I do not need for this project... But if all else fails, I will have to use it.